Can you show me some examples of web scraping using Python 3.10 and asyncio?
Sure! Here's a simple example using aiohttp
and asyncio
to scrape a webpage:
import aiohttp
import asyncio
async def fetch(url):
async with aiohttp.ClientSession() as session:
async with session.get(url) as response:
return await response.text()
async def main():
url = 'https://example.com'
html = await fetch(url)
print(html)
asyncio.run(main())
What if I want to scrape multiple pages at once?
You can modify the main
function to gather multiple tasks. Here's an example:
async def fetch_all(urls):
async with aiohttp.ClientSession() as session:
tasks = [fetch(url) for url in urls]
return await asyncio.gather(*tasks)
async def main():
urls = ['https://example.com', 'https://example.org']
htmls = await fetch_all(urls)
for html in htmls:
print(html)
How do I handle exceptions while scraping?
You can use try-except blocks within your fetch function to handle exceptions. Here's an example:
async def fetch(url):
try:
async with aiohttp.ClientSession() as session:
async with session.get(url) as response:
response.raise_for_status() # Raise an error for bad responses
return await response.text()
except Exception as e:
print(f'Error fetching {url}: {e}')
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